Task Planning
The process by which an agent automatically decomposes a vague high-level goal into an ordered sequence of subtasks. Common paradigms include ReAct, Plan-and-Execute, and planning methods based on tree search.
Timeline (last 90 days)
The focus of evaluation in the next stage will not remain on single-subject benchmarks; longer-horizon task planning, reasoning in multimodal environments, and model self-verification capability may become the new focus.
Task Planning refers to the process in which an agent automatically decomposes a vague high-level goal into an ordered sequence of subtasks.
In the agentic development model, humans should focus on system design and task planning rather than writing code itself.
Natural language understanding and task planning systems need to parse natural language instructions into structured intents, involving intent recognition, entity extraction, and contextual disambiguation, and combine them with the current calendar state to determine conflicts and adjustments.
任务规划业界主流实现方式包括Plan-then-Execute（一次性生成完整计划）和Adaptive Planning（边执行边调整）两种策略
All Facts (5)
Task Planning refers to the process in which an agent automatically decomposes a vague high-level goal into an ordered sequence of subtasks.
50%UnverifiedIn the agentic development model, humans should focus on system design and task planning rather than writing code itself.
50%UnverifiedNatural language understanding and task planning systems need to parse natural language instructions into structured intents, involving intent recognition, entity extraction, and contextual disambiguation, and combine them with the current calendar state to determine conflicts and adjustments.
50%Unverified任务规划业界主流实现方式包括Plan-then-Execute（一次性生成完整计划）和Adaptive Planning（边执行边调整）两种策略
50%UnverifiedThe focus of evaluation in the next stage will not remain on single-subject benchmarks; longer-horizon task planning, reasoning in multimodal environments, and model self-verification capability may become the new focus.
50%